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Bernard J. Koch
Bernard J. Koch
Northwestern University Kellogg School of Management, University of Chicago Department of Sociology
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
The Genome of the Ctenophore Mnemiopsis leidyi and Its Implications for Cell Type Evolution
JF Ryan, K Pang, CE Schnitzler, AD Nguyen, RT Moreland, DK Simmons, ...
Science 342 (6164), 1242592, 2013
7532013
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research
B Koch, E Denton, A Hanna, JG Foster
NeurIPS 2021, 2021
1232021
The diversification of the LIM superclass at the base of the metazoa increased subcellular complexity and promoted multicellular specialization
BJ Koch, JF Ryan, AD Baxevanis
PLoS One 7 (3), e33261, 2012
602012
Uncovering sociological effect heterogeneity using tree-based machine learning
JE Brand, J Xu, B Koch, P Geraldo
Sociological Methodology 51 (2), 189-223, 2021
45*2021
A customized Web portal for the genome of the ctenophore Mnemiopsis leidyi
RT Moreland, AD Nguyen, JF Ryan, CE Schnitzler, BJ Koch, K Siewert, ...
BMC genomics 15, 1-13, 2014
372014
Hints: Citation time series prediction for new publications via dynamic heterogeneous information network embedding
S Jiang, B Koch, Y Sun
Proceedings of the web conference 2021, 3158-3167, 2021
342021
Deep Learning for Causal Inference
B Koch, T Sainburg, P Geraldo, S Jiang, Y Sun, JG Foster
OSF, 2021
15*2021
The evolutionary dynamics of cultural change (as told through the birth and brutal, blackened death of metal music)
B Koch, D Silvestro, JG Foster
OSF, 2020
122020
A quantitative workflow for modeling diversification in material culture
E Gjesfjeld, D Silvestro, J Chang, B Koch, JG Foster, ME Alfaro
PLoS One 15 (2), e0227579, 2020
112020
The maternal‐zygotic transition and zygotic activation of the Mnemiopsis leidyi genome occurs within the first three cleavage cycles
PL Davidson, BJ Koch, CE Schnitzler, JQ Henry, MQ Martindale, ...
Molecular reproduction and development 84 (11), 1218-1229, 2017
82017
DMLR: Data-centric Machine Learning Research--Past, Present and Future
L Oala, M Maskey, L Bat-Leah, A Parrish, NM Gürel, TS Kuo, Y Liu, R Dror, ...
arXiv preprint arXiv:2311.13028, 2023
72023
Sage research methods
JE Brand, B Koch, J Xu
22020
From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution
BJ Koch, D Peterson
arXiv preprint arXiv:2404.06647, 2024
2024
From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution
BJ Koch, D Peterson
arXiv preprint arXiv:2404.06647, 2024
2024
A Primer on Deep Learning for Causal Inference
B Koch, T Sainburg, P Geraldo, S Jiang, Y Sun, JG Foster
arXiv preprint arXiv:2110.04442, 2021
2021
Machine learning
JE Brand, B Koch, J Xu
SAGE Research Methods Foundations, 2019
2019
Data-centric Machine Learning Research (DMLR): Harnessing Momentum for Science
M Maskey, L Bat-Leah, D Brajovic, P Climaco, A Parrish, C Park, X Yao, ...
ICLR 2024 Workshops, 0
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